NAME
    ToyBox::SMO - Support Vector Machine with Sequential Minimal
    Optimization

SYNOPSIS
      use ToyBox::SMO;

      my $smo = ToyBox::SMO->new();
  
      $smo->add_instance(
          attributes => {a => 2, b => 3},
          label => 1 
      );
  
      $smo->add_instance(
          attributes => {c => 3, d => 1},
          label => -1
      );
  
      $smo->train();
  
      my $score = $smo->predict(
                      attributes => {a => 1, b => 1, d => 1, e =>1}
                  );

DESCRIPTION
AUTHOR
    TAGAMI Yukihiro <tagami.yukihiro@gmail.com>

LICENSE
    This library is distributed under the term of the MIT license.

    <http://opensource.org/licenses/mit-license.php>